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Sets - Execution started 11/02/2023 20:16 UTC
By Guilherme Ruiz

---

Table of Contents

• 1  Data aquisition
  • 1.1  Fetch set lists
  • 1.2  Fetch set properties
  • 1.3  Merge data
  • 1.4  Save data
• 3  Check changes
  • 3.1  Load previous data
  • 3.2  Generate changelog
• 4  Data visualization
  • 4.1  Full data
  • 4.2  Set
  • 4.3  Card number
  • 4.4  Name
  • 4.5  Rarity
    • 4.5.1  By unique
    • 4.5.2  By combination
  • 4.6  Print
  • 4.7  Quantity
  • 4.8  Region
  • 4.9  Cover card
  • 4.10  Series
  • 4.11  Set type
  • 4.12  Release
    • 4.12.1  By year
    • 4.12.2  By month
    • 4.12.3  By day
    • 4.12.4  By region
    • 4.12.5  By series
    • 4.12.6  By set type
• 5  Debug
  • 5.1  Has nan name/number
  • 5.2  Has nan rarity
  • 5.3  Has quantity as print
  • 5.4  Has nan release
  • 5.5  Has print as rarity
  • 5.6  Merge failed
• 6  Epilogue
  • 6.1  HTML export

Data aquisition

Fetch set lists

  0%|          | 0/80 [00:00<?, ?it/s]

4121 set lists received - 76 errors

Fetch set properties

  0%|          | 0/96 [00:00<?, ?it/s]

1434 set properties received - 3 errors

Merge data

Set properties merged

Save data

Check changes

Load previous data

Generate changelog

Data visualization

Full data

	Set	Card number	Name	Rarity	Print	Quantity	Region	Release	Series	Set type	Cover card	Page URL	Modification date	_merge
0	Absolute Powerforce	ABPF-EN000	Gravekeeper's Priestess	(Super Rare,)	<NA>	<NA>	EN	2010-02-12	Core Booster	Booster pack	(Majestic Red Dragon,)	https://yugipedia.com/wiki/Absolute_Powerforce	2022-11-05 18:38:24	both
1	Absolute Powerforce	ABPF-EN001	Unicycular	(Common,)	<NA>	<NA>	EN	2010-02-12	Core Booster	Booster pack	(Majestic Red Dragon,)	https://yugipedia.com/wiki/Absolute_Powerforce	2022-11-05 18:38:24	both
2	Absolute Powerforce	ABPF-EN002	Bicular	(Common,)	<NA>	<NA>	EN	2010-02-12	Core Booster	Booster pack	(Majestic Red Dragon,)	https://yugipedia.com/wiki/Absolute_Powerforce	2022-11-05 18:38:24	both
3	Absolute Powerforce	ABPF-EN003	Tricular	(Common,)	<NA>	<NA>	EN	2010-02-12	Core Booster	Booster pack	(Majestic Red Dragon,)	https://yugipedia.com/wiki/Absolute_Powerforce	2022-11-05 18:38:24	both
4	Absolute Powerforce	ABPF-EN004	Drill Synchron	(Rare,)	<NA>	<NA>	EN	2010-02-12	Core Booster	Booster pack	(Majestic Red Dragon,)	https://yugipedia.com/wiki/Absolute_Powerforce	2022-11-05 18:38:24	both
...	...	...	...	...	...	...	...	...	...	...	...	...	...	...
156209	Judge promotional cards	TKN4-EN036	Token	(Super Rare,)	<NA>	<NA>	EN	NaT	<NA>	Promotional card	NaN	https://yugipedia.com/wiki/Judge_promotional_c...	2017-07-25 20:57:30	both
156210	Jump Festa 2004 promotional cards	PC3-006	Kycoo the Ghost Destroyer	(Common, Normal Parallel Rare)	<NA>	<NA>	JP	2003-12-20	<NA>	Tournament prize card	NaN	https://yugipedia.com/wiki/Jump_Festa_2004_pro...	2022-11-06 04:44:51	both
156211	Jump Festa 2004 promotional cards	PC3-007	Bazoo the Soul-Eater	(Common, Normal Parallel Rare)	<NA>	<NA>	JP	2003-12-20	<NA>	Tournament prize card	NaN	https://yugipedia.com/wiki/Jump_Festa_2004_pro...	2022-11-06 04:44:51	both
156212	Academia Disk	<NA>	<NA>	NaN	<NA>	<NA>	<NA>	NaT	<NA>	<NA>	NaN	https://yugipedia.com/wiki/Academia_Disk	2022-12-28 20:46:20	right_only
156213	Structure Deck: Marik (disambiguation)	<NA>	<NA>	NaN	<NA>	<NA>	<NA>	NaT	<NA>	<NA>	NaN	https://yugipedia.com/wiki/Structure_Deck:_Mar...	2014-07-03 18:52:14	right_only

156214 rows × 14 columns

Full data available here

Set

Total number of sets: 1439

	Card number	Name	Rarity	Print	Quantity	Region	Release	Series	Set type	Cover card	Page URL	Modification date	_merge
Set
"Amabie-San" Present Campaign	2	1	1	0	0	1	1	0	1	0	1	1	1
"Blue-Eyes White Dragon Rush Rare Special Red Version" GET Campaign	2	1	1	0	0	2	2	0	1	0	1	1	1
"Blue-Eyes White Dragon Secret Rare Special Blue Version" GET Campaign	1	1	1	0	0	1	1	0	1	0	1	1	1
"Blue-Eyes White Dragon" 20th Anniversary Gold Edition	0	1	1	0	0	1	1	0	1	0	1	1	1
"Blue-Eyes White Dragon" 20th Anniversary Silver Edition	0	1	1	0	0	1	1	0	1	0	1	1	1
...	...	...	...	...	...	...	...	...	...	...	...	...	...
Yu-Gi-Oh! ZEXAL World Duel Carnival Duel Champion Guide! promotional card	1	1	1	0	0	1	1	0	1	0	1	1	1
Yu-Gi-Oh! ZEXAL World Duel Carnival promotional cards	18	3	2	0	0	6	2	0	1	0	1	1	1
Yugi's Legendary Decks	650	112	3	0	0	5	2	0	1	0	1	1	1
Zexal Collection Tin	120	24	3	0	0	5	1	0	1	1	1	1	1
Zombie World Structure Deck	185	37	2	0	2	5	1	0	1	1	1	1	1

1439 rows × 13 columns

	Card number	Name	Rarity	Print	Quantity	Region	Release	Series	Set type	Cover card	Page URL	Modification date	_merge
count	1439.000000	1439.000000	1439.000000	1439.000000	1439.000000	1439.000000	1439.000000	1439.000000	1439.000000	1439.000000	1439.000000	1439.000000	1439.0
mean	106.945796	27.785962	2.501737	0.378040	0.096595	2.692147	1.454482	0.391244	0.954135	0.312717	0.994441	0.994441	1.0
std	235.192434	45.772280	2.295267	0.835723	0.445635	2.297520	0.995389	0.488198	0.209265	0.463761	0.074380	0.074380	0.0
min	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	1.0
25%	1.000000	1.000000	1.000000	0.000000	0.000000	1.000000	1.000000	0.000000	1.000000	0.000000	1.000000	1.000000	1.0
50%	10.000000	5.000000	2.000000	0.000000	0.000000	1.000000	1.000000	0.000000	1.000000	0.000000	1.000000	1.000000	1.0
75%	86.000000	41.000000	3.000000	0.000000	0.000000	5.000000	2.000000	1.000000	1.000000	1.000000	1.000000	1.000000	1.0
max	1652.000000	307.000000	17.000000	6.000000	3.000000	10.000000	9.000000	1.000000	1.000000	1.000000	1.000000	1.000000	1.0

Card number

Total number of card numbers: 152029

	Set	Name	Rarity	Print	Quantity	Region	Release	Series	Set type	Cover card	Page URL	Modification date	_merge
Card number
15AX-JP000	2	1	1	1	0	1	1	0	1	0	2	2	1
15AX-JPM01	1	1	1	1	0	1	1	0	1	0	1	1	1
15AX-JPM02	1	1	1	1	0	1	1	0	1	0	1	1	1
15AX-JPM03	1	1	1	1	0	1	1	0	1	0	1	1	1
15AX-JPM04	1	1	1	1	0	1	1	0	1	0	1	1	1
...	...	...	...	...	...	...	...	...	...	...	...	...	...
ZTIN-SP021	1	1	1	0	0	1	1	0	1	1	1	1	1
ZTIN-SPV01	1	1	1	0	0	1	1	0	1	1	1	1	1
ZTIN-SPV02	1	1	1	0	0	1	1	0	1	1	1	1	1
ZTIN-SPV03	1	1	1	0	0	1	1	0	1	1	1	1	1
<NA>	44	406	7	2	2	10	40	6	11	6	43	43	3

152030 rows × 13 columns

Name

Total number of card names: 12603

	Set	Card number	Rarity	Print	Quantity	Region	Release	Series	Set type	Cover card	Page URL	Modification date	_merge
Name
"A Legendary Ocean"	1	1	0	0	0	1	1	0	1	1	1	1	1
"A" Cell Breeding Device	4	9	1	1	0	7	6	1	2	3	4	4	1
"A" Cell Incubator	2	8	1	2	0	7	6	1	1	2	2	2	1
"A" Cell Recombination Device	1	8	1	0	0	8	4	1	1	1	1	1	1
"A" Cell Scatter Burst	3	9	1	1	0	7	6	1	1	3	3	3	1
...	...	...	...	...	...	...	...	...	...	...	...	...	...
Zubaba Knight	12	50	5	1	1	8	23	2	2	7	12	12	1
Zubababancho Gagagacoat	1	2	1	1	0	2	2	1	1	1	1	1	1
Zure, Knight of Dark World	8	24	1	1	1	10	14	1	4	4	8	8	1
Zushin the Sleeping Giant	3	14	3	1	0	8	4	1	2	3	3	3	1
<NA>	9	157	3	3	0	9	12	4	4	4	9	9	2

12604 rows × 13 columns

	Set	Card number	Rarity	Print	Quantity	Region	Release	Series	Set type	Cover card	Page URL	Modification date	_merge
count	12603.000000	12603.000000	12603.000000	12603.000000	12603.000000	12603.000000	12603.000000	12603.000000	12603.000000	12603.000000	12603.000000	12603.000000	12603.000000
mean	3.172578	12.052210	2.087757	0.688804	0.107276	6.883361	6.009839	1.091962	1.472586	1.875506	3.161311	3.161311	1.010791
std	3.588119	11.604276	1.534736	0.678383	0.336265	2.567213	5.979444	0.787662	0.936962	1.921811	3.566929	3.566929	0.103322
min	1.000000	0.000000	0.000000	0.000000	0.000000	1.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	1.000000
25%	1.000000	7.000000	1.000000	0.000000	0.000000	6.000000	3.000000	1.000000	1.000000	1.000000	1.000000	1.000000	1.000000
50%	2.000000	9.000000	2.000000	1.000000	0.000000	8.000000	4.000000	1.000000	1.000000	1.000000	2.000000	2.000000	1.000000
75%	4.000000	14.000000	3.000000	1.000000	0.000000	8.000000	7.000000	1.000000	2.000000	2.000000	4.000000	4.000000	1.000000
max	81.000000	275.000000	30.000000	4.000000	3.000000	15.000000	123.000000	12.000000	16.000000	42.000000	81.000000	81.000000	2.000000

Rarity

Total number of rarities: 55

By unique

	Set	Card number	Name	Print	Quantity	Region	Release	Series	Set type	Cover card	Page URL	Modification date	_merge
Rarity
10000 Secret Rare	2	7	1	1	0	7	2	1	1	2	2	2	1
20th Secret Rare	16	133	132	3	0	1	14	3	3	6	16	16	1
20th Secret rare	1	2	2	0	0	1	1	0	1	0	1	1	1
Collector's Rare	6	301	76	2	0	7	6	2	1	6	6	6	1
Collectors Rare	8	112	112	2	0	1	8	1	1	7	8	8	1
Common	563	76901	8592	6	3	16	928	26	23	270	561	561	2
Duel Terminal Normal Parallel Rare	38	1905	510	2	0	7	34	1	3	11	38	38	1
Duel Terminal Normal Rare Parallel Rare	5	15	15	0	0	1	5	0	1	4	5	5	1
Duel Terminal Rare Parallel Rare	34	369	141	2	0	2	31	0	1	10	34	34	1
Duel Terminal Secret Parallel Rare	16	103	55	1	0	1	16	0	1	10	16	16	1
Duel Terminal Super Parallel Rare	34	240	85	2	0	2	31	0	1	10	34	34	1
Duel Terminal Ultra Parallel Rare	42	371	87	2	0	7	33	1	5	18	42	42	1
Extra Secret Parallel Rare	3	10	6	0	0	2	4	0	2	1	3	3	1
Extra Secret Rare	24	77	50	1	1	3	31	3	5	17	24	24	1
Ghost Rare	35	255	47	3	0	6	63	1	2	34	35	35	1
Ghost/Gold Rare	1	30	6	0	0	5	2	1	1	0	1	1	1
Gold Rare	23	2057	363	2	0	9	39	3	5	0	23	23	1
Gold Rush Rare	2	16	16	2	0	1	2	0	1	1	2	2	1
Gold Secret Rare	8	644	154	2	0	9	17	1	3	0	8	8	1
Holographic Parallel Rare	2	2	2	1	0	1	2	0	1	0	2	2	1
Holographic Rare	68	123	65	2	0	6	121	3	2	65	68	68	1
Kaiba Corporation Common	10	10	10	0	0	1	8	0	1	0	10	10	1
Kaiba Corporation Rare	5	5	5	0	0	1	5	1	2	0	5	5	1
Kaiba Corporation Ultra Rare	3	3	3	0	0	1	3	0	2	0	3	3	1
Millennium Gold Rare	2	9	6	2	0	2	2	0	1	2	2	2	1
Millennium Rare	8	316	152	3	0	3	9	2	6	2	8	8	1
Millennium Secret Rare	1	4	2	1	0	2	0	0	1	1	1	1	1
Millennium Super Rare	1	40	20	1	0	2	0	0	1	1	1	1	1
Millennium Ultra Rare	1	16	8	1	0	2	0	0	1	1	1	1	1
Millennium rare	1	0	1	0	0	1	1	0	1	0	1	1	1
Mosaic Rare	1	1290	215	0	0	6	2	0	1	1	1	1	1
Normal Parallel Rare	129	2096	993	4	1	4	162	7	10	61	129	129	1
Normal Rare	81	575	299	2	0	7	151	3	2	72	81	81	1
Over Rush Rare	1	1	1	0	0	1	1	1	1	1	1	1	1
Platinum Secret Rare	2	24	4	0	0	6	4	0	1	2	2	2	1
Prismatic Secret Rare	40	1378	372	3	0	11	48	6	4	15	40	40	1
Prismatic Secret rare	6	18	18	0	0	1	5	0	2	0	6	6	1
Rare	258	18685	3526	7	2	14	554	13	8	179	257	257	2
Rush Rare	16	106	51	0	0	2	28	1	2	13	16	16	1
Secret Parallel Rare	2	12	6	1	0	2	4	0	1	0	2	2	1
Secret Rare	364	10332	2283	11	1	14	524	20	20	200	360	360	2
Secret rare	16	54	38	0	0	6	17	0	3	2	15	15	2
Shatterfoil Rare	4	1482	292	0	1	7	5	1	2	4	4	4	1
Short Print	56	1351	239	3	0	9	110	3	1	46	56	56	1
Starfoil Rare	5	1951	360	0	0	6	8	1	2	4	5	5	1
Starfoil rare	1	68	20	0	0	5	1	0	1	0	1	1	1
Starlight Rare	12	316	56	2	0	6	13	1	1	12	12	12	1
Super Parallel Rare	6	154	82	3	1	3	10	1	3	2	6	6	1
Super Rare	579	20061	3883	9	1	16	941	26	20	278	575	575	2
Super rare	57	230	139	0	0	7	63	1	6	0	57	57	1
Ultimate Rare	115	4315	847	2	1	10	278	5	6	85	114	114	2
Ultra Parallel Rare	67	279	170	3	1	7	63	4	7	20	66	66	2
Ultra Rare	776	17902	3165	7	2	16	1045	32	26	280	774	774	2
Ultra Secret Rare	3	0	8	0	0	1	3	1	3	0	3	3	1
Ultra rare	51	134	77	0	0	8	69	4	8	2	51	51	1
NaN	16	384	236	3	0	4	13	4	2	4	15	15	3

By combination

	Set	Card number	Name	Print	Quantity	Region	Release	Series	Set type	Cover card	Page URL	Modification date	_merge
Rarity
(10000 Secret Rare,)	2	7	1	1	0	7	2	1	1	2	2	2	1
(20th Secret Rare,)	9	23	22	1	0	1	9	2	3	1	9	9	1
(20th Secret rare,)	1	2	2	0	0	1	1	0	1	0	1	1	1
(Common,)	524	70397	7914	5	3	16	856	23	22	246	522	522	2
(Common, Duel Terminal Normal Parallel Rare)	1	834	139	2	0	6	1	0	1	1	1	1	1
...	...	...	...	...	...	...	...	...	...	...	...	...	...
(Ultra Rare, Ultra Parallel Rare)	22	71	67	0	0	1	16	3	2	16	21	21	2
(Ultra Rare, Ultra Parallel Rare, Ultimate Rare)	5	5	5	0	0	1	3	2	1	3	5	5	1
(Ultra Secret Rare,)	3	0	8	0	0	1	3	1	3	0	3	3	1
(Ultra rare,)	51	134	77	0	0	8	69	4	8	2	51	51	1
NaN	16	384	236	3	0	4	13	4	2	4	15	15	3

126 rows × 13 columns

Print

Total number of prints: 17

	Set	Card number	Name	Rarity	Quantity	Region	Release	Series	Set type	Cover card	Page URL	Modification date	_merge
Print
American debut	1	3	3	1	0	1	1	0	1	1	1	1	1
European & Oceanian debut	1	6	6	1	0	1	1	0	1	0	1	1	1
European debut	12	146	146	5	0	2	10	0	2	1	12	12	1
Functional errata	1	2	2	1	0	1	1	0	1	1	1	1	1
New	248	11860	4032	49	3	11	265	19	13	135	246	246	2
New art	1	4	2	1	0	2	2	0	1	1	1	1	1
New artwork	10	74	15	5	0	7	12	3	4	4	10	10	1
New artwork (renamed)	1	3	3	1	0	1	1	0	1	0	1	1	1
North American debut	2	4	4	2	0	2	2	0	2	0	2	2	1
Oceanian debut	1	1	1	1	0	1	1	0	1	0	1	1	1
Reprint	244	14517	4367	48	3	11	260	18	12	133	242	242	2
Reprint (New Art)	2	2	1	2	0	2	2	1	1	1	2	2	1
Reprint (functional errata)	15	33	21	10	0	8	14	3	3	5	15	15	1
Reprint (new artwork)	1	1	1	1	0	1	1	0	1	1	1	1	1
Reprint (renamed)	2	76	76	6	0	1	2	1	1	0	2	2	1
TCG legal debut	1	1	1	1	0	1	1	1	1	1	1	1	1
Unknown	1	14	0	0	0	1	1	1	1	1	1	1	1
<NA>	1352	125466	11445	114	3	16	1447	42	37	318	1344	1344	3

Quantity

Total number of quantities: 3

	Set	Card number	Name	Rarity	Print	Region	Release	Series	Set type	Cover card	Page URL	Modification date	_merge
Quantity
1	66	8760	1167	10	2	11	108	1	5	45	65	65	2
2	65	839	165	4	2	11	108	1	5	44	64	64	2
3	8	64	20	1	2	8	11	0	3	6	8	8	1
<NA>	1376	142378	12529	124	17	16	1508	45	36	320	1368	1368	3

Region

Total number of regions: 16

	Set	Card number	Name	Rarity	Print	Quantity	Release	Series	Set type	Cover card	Page URL	Modification date	_merge
Region
AE	34	1527	1493	12	0	2	31	2	7	19	34	34	1
AU	2	100	87	3	0	0	1	0	1	2	2	2	1
DE	455	20372	10393	48	4	3	381	12	18	219	454	454	2
EN	658	20184	10480	54	14	3	536	22	23	207	657	657	2
EU	25	543	456	7	3	0	16	2	9	6	25	25	1
FC	3	102	87	3	0	0	1	0	2	2	3	3	1
FR	448	19776	10380	50	4	3	375	14	18	219	447	447	2
IT	447	20051	10388	49	4	3	378	12	18	218	446	446	2
JA	3	185	185	8	0	0	3	2	2	3	3	3	1
JP	718	19131	11238	90	7	3	536	28	28	251	713	713	2
KR	383	15937	10755	58	4	3	333	16	15	224	378	378	2
NA	47	1526	1333	9	4	2	39	5	11	12	47	47	1
PT	204	12461	7823	42	4	3	165	8	10	120	204	204	1
SC	23	1237	1082	12	2	0	23	5	1	12	23	23	1
SP	417	19211	10285	48	4	3	356	9	17	205	416	416	2
TC	7	300	286	12	0	2	5	2	2	3	7	7	1
<NA>	2	0	0	0	0	0	0	0	0	0	2	2	1

	Set	Card number	Name	Rarity	Print	Quantity	Release	Series	Set type	Cover card	Page URL	Modification date	_merge
count	17.00000	17.000000	17.00000	17.000000	17.000000	17.000000	17.000000	17.000000	17.000000	17.000000	17.000000	17.000000	17.000000
mean	228.00000	8979.000000	5103.00000	29.705882	3.176471	1.764706	187.000000	8.176471	10.705882	101.294118	227.117647	227.117647	1.411765
std	254.83892	9340.488959	5032.81991	26.570107	3.521990	1.393261	205.691213	8.225230	8.716111	106.706235	253.735562	253.735562	0.507300
min	2.00000	0.000000	0.00000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	2.000000	2.000000	1.000000
25%	7.00000	300.000000	286.00000	8.000000	0.000000	0.000000	5.000000	2.000000	2.000000	3.000000	7.000000	7.000000	1.000000
50%	47.00000	1527.000000	1493.00000	12.000000	4.000000	2.000000	39.000000	5.000000	10.000000	19.000000	47.000000	47.000000	1.000000
75%	447.00000	19211.000000	10388.00000	49.000000	4.000000	3.000000	375.000000	12.000000	18.000000	218.000000	446.000000	446.000000	2.000000
max	718.00000	20372.000000	11238.00000	90.000000	14.000000	3.000000	536.000000	28.000000	28.000000	251.000000	713.000000	713.000000	2.000000

Cover card

Total number of cover cards: 675

	Set	Card number	Name	Rarity	Print	Quantity	Region	Release	Series	Set type	Page URL	Modification date	_merge
Cover card
A-to-Z-Dragon Buster Cannon	1	352	54	4	2	2	8	4	0	1	1	1	1
Accel Synchro Stardust Dragon	1	100	50	3	2	0	2	2	0	1	1	1	1
Accesscode Talker	1	766	101	16	2	0	8	3	1	1	1	1	1
Adamancipator Risen - Dragite	1	135	46	3	2	0	3	3	0	1	1	1	1
Adreus, Keeper of Armageddon	1	84	42	4	0	0	2	2	0	1	1	1	1
...	...	...	...	...	...	...	...	...	...	...	...	...	...
Yamiterasu the Divine Ruler	1	132	66	6	0	0	2	2	1	1	1	1	1
Yoko, the Graceful Mayakashi	2	450	60	4	2	0	8	3	0	1	2	2	1
Yubel - The Ultimate Nightmare	2	560	100	10	0	0	6	5	1	2	2	2	1
Z-Metal Tank	1	55	55	7	0	0	1	1	1	1	1	1	1
Zerrziel, Ruler of the Evil Eyed	1	90	45	3	2	0	2	2	0	1	1	1	1

675 rows × 13 columns

Series

Total number of series: 45

	Set	Card number	Name	Rarity	Print	Quantity	Region	Release	Set type	Cover card	Page URL	Modification date	_merge
Series
+1 Bonus Pack	7	249	137	3	0	0	2	12	1	0	7	7	1
Animation Chronicle	2	200	100	7	2	0	2	4	1	2	2	2	1
Astral Pack	7	1110	184	4	4	0	6	16	1	0	7	7	1
Attribute Duelist Pack	4	429	199	6	3	0	3	9	1	4	4	4	1
Battle Pack (Rush Duel)	8	80	80	3	3	0	1	8	1	0	8	8	1
Booster (series)	4	181	176	7	2	0	1	4	1	2	4	4	1
Booster pack	1	50	50	3	0	0	1	1	1	0	1	1	1
Champion Pack	8	640	161	4	2	0	4	8	1	0	8	8	1
Classic Pack	3	570	435	9	2	0	1	3	1	2	3	3	1
Collectors Pack	8	794	374	12	3	0	3	16	1	8	8	8	1
Core Booster	89	49930	7478	37	2	0	13	297	1	81	89	89	1
Deck Build Pack	4	405	159	4	3	0	3	9	1	4	4	4	1
Deck Mod Pack	12	1447	756	8	0	0	2	23	1	12	12	12	1
Duelist Pack	21	3739	634	7	3	0	8	49	1	19	21	21	1
Entry Pack (series)	10	163	160	3	2	0	1	10	1	0	10	10	1
Expansion Pack	4	280	280	6	0	0	1	4	1	0	4	4	1
Gold Series (series)	8	2595	446	9	2	0	9	18	1	0	8	8	1
Hidden Arsenal (series)	7	2470	400	2	2	0	7	16	1	7	7	7	1
Hobby League	1	83	43	3	0	0	5	0	1	0	1	1	1
Jump Victory Carnival	1	1	1	1	0	0	1	1	1	0	1	1	1
Legend Duelist (series)	6	780	343	9	2	0	3	14	1	6	6	6	1
Legendary Collection (series)	2	57	19	1	2	0	3	4	1	0	2	2	1
Master Guide promotional cards (series)	4	8	8	1	0	0	1	4	1	0	4	4	1
Mattel Action Figure promotional cards	3	17	16	1	0	0	1	3	1	0	3	3	1
McDonald's Promotional Cards	2	35	35	4	3	0	2	2	1	0	2	2	1
Monster Figure Collection promotional cards	3	15	15	1	0	0	1	3	1	0	3	3	1
OTS Tournament Pack	2	324	54	4	0	0	6	3	1	0	2	2	1
Perfect Rulebook promotional cards	3	3	3	2	0	0	1	3	1	0	3	3	1
Pharaoh Tour promotional cards	3	20	5	2	0	0	4	3	1	0	3	3	1
Premium Pack	25	452	368	8	3	0	2	25	1	12	25	25	1
Shonen Jump promotional cards	78	85	81	2	0	0	2	44	1	0	78	78	1
Sneak Peek Participation Cards	57	302	61	4	0	0	8	69	1	0	57	57	1
Star Pack	3	900	149	4	0	0	6	6	1	3	3	3	1
Structure Deck R	3	248	122	4	2	2	2	6	1	3	3	3	1
The Valuable Book promotional cards	18	38	38	2	0	0	2	19	1	0	18	18	1
V Jump August 1999 Special Present	1	0	6	1	0	0	1	1	1	0	1	1	1
V Jump Edition (series)	4	16	16	3	0	0	1	4	1	0	4	4	1
V Jump promotional cards	78	94	98	6	0	0	1	74	1	0	78	78	1
Value Box	9	11	11	3	0	0	1	7	1	0	9	9	1
Yu-Gi-Oh! 5D's manga promotional cards	9	19	9	2	0	0	3	18	1	0	9	9	1
Yu-Gi-Oh! Day promotional cards	7	7	1	1	0	0	2	7	1	0	7	7	1
Yu-Gi-Oh! GX manga promotional cards	9	19	9	3	0	0	3	17	1	0	9	9	1
Yu-Gi-Oh! R promotional cards	4	8	4	2	0	0	2	8	1	0	4	4	1
Yu-Gi-Oh! World Championship prize cards	13	35	30	5	0	0	3	13	1	0	13	13	1
Yu-Gi-Oh! ZEXAL manga promotional cards	8	25	8	1	0	0	4	25	1	0	8	8	1

Set type

Total number of set types: 37

	Set	Card number	Name	Rarity	Print	Quantity	Region	Release	Series	Cover card	Page URL	Modification date	_merge
Set type
Beta set	1	535	106	1	0	2	5	1	0	0	1	1	1
Binder	2	6	6	2	2	0	1	2	0	0	2	2	1
Book promotional card	4	5	5	3	0	0	2	4	1	0	4	4	1
Book promotional cards	26	52	52	4	0	0	2	27	2	0	26	26	1
Booster pack	471	114058	11791	102	16	0	14	813	23	227	471	471	1
Boss Duel Deck	1	8	8	1	0	0	1	1	0	0	1	1	1
Bundle	9	11	11	3	0	0	1	7	1	0	9	9	1
Collectible tin	53	5901	1005	11	4	0	8	66	0	35	53	53	1
Collector's Set	11	6226	1102	7	2	3	7	14	0	6	11	11	1
Core Booster	1	160	80	6	0	0	2	2	0	1	1	1	1
Deluxe Edition	4	114	19	2	0	0	6	8	0	4	4	4	1
Demo Deck	4	380	64	1	0	0	7	8	0	1	4	4	1
Duel Disk	2	16	9	2	2	0	2	4	0	0	2	2	1
Duel Disk promotional cards	5	13	12	4	0	0	2	5	0	0	5	5	1
Duel Terminal	34	1847	706	6	2	0	2	31	0	10	34	34	1
Duelist League participation cards	10	60	16	3	0	0	9	9	0	0	10	10	1
Duelist Set	5	312	154	5	0	2	2	5	0	5	5	5	1
Enhancement Pack	2	20	20	1	0	0	1	1	0	0	2	2	1
Hobby League participation cards	40	83	43	3	0	0	5	38	0	0	40	40	1
Magazine promotional card	167	191	173	9	0	0	3	127	3	7	167	167	1
Magazine promotional cards	4	4	4	2	0	0	2	2	0	0	4	4	1
Main Deck	2	44	44	2	0	0	1	2	0	1	2	2	1
Manga promotional card	33	74	32	3	0	0	4	69	4	0	33	33	1
Participation card	60	485	119	8	0	0	9	71	2	0	60	60	1
Preconstructed Deck	6	401	223	10	3	0	2	8	0	4	6	6	1
Prize card	16	46	41	5	0	0	3	16	1	0	16	16	1
Prize cards	1	68	20	1	0	0	5	1	0	0	1	1	1
Promotional card	141	315	205	21	3	0	9	142	6	21	141	141	1
Promotional cards	25	200	62	10	2	0	10	34	1	1	25	25	1
Special Edition	90	1189	289	12	5	0	10	109	0	1	90	90	1
Starter Deck	38	6777	606	10	2	3	14	59	0	26	38	38	1
Structure Deck	64	9454	1206	8	2	3	10	117	1	45	64	64	1
Tournament prize card	1	2	2	1	0	0	1	1	0	0	1	1	1
Tournament promotional card	2	5	2	2	0	0	2	2	0	0	2	2	1
Vendor Edition	6	210	210	2	0	0	1	6	0	0	6	6	1
Video game promotional card	9	79	39	5	0	0	8	15	0	0	9	9	1
Video games promotional card	23	325	73	7	2	0	9	43	0	0	23	23	1

Release

Total number of release dates: 1579

	Set	Card number	Name	Rarity	Print	Quantity	Region	Series	Set type	Cover card	Page URL	Modification date	_merge
Release
1999-03-01	1	0	40	2	2	0	1	1	1	0	1	1	1
1999-03-18	1	0	1	1	0	0	1	0	1	0	1	1	1
1999-04-29	1	0	1	1	0	0	1	0	1	0	1	1	1
1999-05-05	1	0	1	1	0	0	1	0	1	0	1	1	1
1999-05-25	1	0	40	2	0	0	1	1	1	0	1	1	1
...	...	...	...	...	...	...	...	...	...	...	...	...	...
2023-03-01	3	2	3	3	0	0	1	0	1	0	3	3	1
2023-03-18	1	45	25	1	3	0	1	1	1	1	1	1	1
2023-04-22	1	1	7	0	0	0	1	1	1	1	1	1	1
2023-05-01	3	3	3	1	0	0	1	0	1	0	3	3	1
NaT	118	3969	1083	23	4	2	13	9	13	14	110	110	3

1580 rows × 13 columns

By year

	Set	Card number	Name	Rarity	Print	Quantity	Region	Series	Set type	Cover card	Page URL	_merge
Release
1999	18	0	353	28	10	2	15	8	15	1	18	15
2000	12	274	324	21	9	2	10	8	11	5	12	10
2001	12	305	307	30	4	4	12	4	11	6	12	12
2002	22	1369	1197	81	10	2	21	9	20	14	22	19
2003	51	2669	2263	125	12	0	52	12	41	29	51	38
2004	92	6080	4674	195	6	0	108	27	73	45	92	59
2005	75	7826	4043	165	27	18	127	28	64	37	75	49
2006	101	5241	3045	186	22	20	125	39	92	42	101	67
2007	126	5744	3344	283	16	18	192	53	115	54	126	94
2008	124	5979	3248	276	21	12	194	51	113	50	124	95
2009	117	5104	2973	284	8	14	172	40	111	54	117	93
2010	138	6093	3322	319	12	16	204	58	124	53	138	103
2011	146	7342	4372	336	24	18	216	55	135	55	146	107
2012	141	10271	5425	357	23	20	218	57	128	53	141	111
2013	146	8913	4469	344	22	24	222	68	129	69	146	108
2014	141	12625	5705	387	41	20	225	68	126	60	141	107
2015	136	10432	4828	358	33	12	221	69	125	57	136	103
2016	137	10356	4755	337	39	10	210	62	124	59	137	97
2017	67	8404	3324	199	27	6	140	29	64	35	67	54
2018	47	5414	2130	142	26	0	104	20	42	28	47	42
2019	51	6265	2671	163	29	0	102	17	46	25	51	44
2020	38	6435	2143	151	34	0	85	18	36	27	38	36
2021	65	6812	2733	241	46	6	91	38	53	36	65	49
2022	73	8953	3698	250	66	3	96	43	61	42	73	56
2023	17	844	396	43	10	0	17	9	11	6	17	11

By month

By day

By region

		Set	Card number	Name	Rarity	Print	Quantity	Series	Set type	Cover card	Page URL	Modification date	_merge
Region	Release
AE	2001-06-04	1	0	2	1	0	0	0	0	0	1	1	1
	2002-08-08	2	100	87	3	0	0	0	1	2	2	2	1
	2002-10-24	1	144	144	5	0	0	1	1	1	1	1	1
	2003-04-17	1	3	3	1	0	0	0	1	0	1	1	1
	2003-06-26	1	105	105	5	0	0	1	1	1	1	1	1
...	...	...	...	...	...	...	...	...	...	...	...	...	...
TC	2014-01-29	1	40	40	4	0	2	0	1	1	1	1	1
	2014-05-01	1	20	20	4	0	0	1	1	0	1	1	1
	2015-03-01	2	40	26	1	0	0	0	0	0	2	2	1
	2015-08-29	1	100	100	6	0	0	1	1	1	1	1	1
	2015-12-05	1	100	100	6	0	0	1	1	1	1	1	1

3179 rows × 12 columns

Release	1999	2000	2001	2002	2003	2004	2005	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023
Region
AE	0	0	1	3	4	3	3	5	2	1	4	1	1	1	1	1	1	0	0	0	0	0	0	0	0
AU	0	0	0	0	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
DE	0	0	0	0	8	21	22	17	31	27	23	28	31	30	28	30	27	28	20	15	13	10	8	7	1
EN	0	0	2	2	3	16	29	48	50	45	33	45	47	49	42	43	34	35	20	15	13	10	12	11	2
EU	0	0	0	2	2	4	0	0	0	2	0	2	0	0	0	2	2	1	0	0	0	0	0	0	0
FC	0	0	0	0	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
FR	0	0	0	0	5	20	22	17	31	27	23	27	28	30	29	28	27	28	19	15	13	10	8	7	1
IT	0	0	0	0	5	20	21	17	31	27	23	27	29	30	28	28	27	28	20	15	13	10	8	7	1
JA	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	3	0	0	0	0	0	0	0	0	0
JP	18	12	9	11	11	19	24	26	32	40	40	49	48	44	49	43	43	52	14	17	21	14	25	26	12
KR	0	0	0	0	2	8	7	13	20	24	21	21	30	29	29	23	22	21	17	10	12	10	23	26	1
NA	0	0	0	5	16	6	0	2	2	1	2	1	1	0	0	2	3	0	2	0	0	0	0	0	0
PT	0	0	0	0	0	10	6	0	0	0	0	0	0	1	24	24	25	26	18	14	13	9	8	7	1
SC	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	4	7	10	2
SP	0	0	0	0	4	20	20	10	24	22	21	27	27	30	28	28	27	28	19	14	13	10	9	7	1
TC	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	4	0	0	0	0	0	0	0	0

By series

		Set	Card number	Name	Rarity	Print	Quantity	Region	Set type	Cover card	Page URL	Modification date	_merge
Series	Release
+1 Bonus Pack	2020-10-31	1	19	19	3	0	0	1	1	0	1	1	1
	2021-02-04	1	20	20	3	0	0	1	1	0	1	1	1
	2021-04-17	1	19	19	3	0	0	1	1	0	1	1	1
	2021-07-17	1	19	19	3	0	0	1	1	0	1	1	1
	2021-07-21	1	19	19	3	0	0	1	1	0	1	1	1
...	...	...	...	...	...	...	...	...	...	...	...	...	...
Yu-Gi-Oh! ZEXAL manga promotional cards	2015-09-01	1	1	1	1	0	0	1	1	0	1	1	1
	2015-10-03	1	1	1	1	0	0	1	1	0	1	1	1
	2015-12-18	1	1	1	1	0	0	1	1	0	1	1	1
	2016-03-01	1	1	1	1	0	0	1	1	0	1	1	1
	2016-09-06	1	1	1	1	0	0	1	1	0	1	1	1

890 rows × 12 columns

Release	1999	2000	2001	2002	2003	2004	2005	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023
Series
+1 Bonus Pack	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	6	4	1
Animation Chronicle	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	2	0
Astral Pack	0	0	0	0	0	0	0	0	0	0	0	0	0	0	5	8	3	0	0	0	0	0	0	0	0
Attribute Duelist Pack	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	3	4	0
Battle Pack (Rush Duel)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	3	4	1
Booster (series)	0	3	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
Booster pack	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
Champion Pack	0	0	0	0	0	0	0	1	3	3	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0
Classic Pack	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	1
Collectors Pack	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	2	2	2	2	2	2	2	0	0	0
Core Booster	6	0	2	6	11	22	17	17	25	13	14	15	14	16	18	16	17	16	12	10	8	6	8	8	2
Deck Build Pack	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	6	1
Deck Mod Pack	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	4	9	8	2
Duelist Pack	0	0	0	0	0	0	2	9	9	10	4	6	7	3	3	1	3	5	1	0	0	0	0	0	0
Entry Pack (series)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	4	4	1
Expansion Pack	0	0	0	0	0	0	0	0	0	3	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0
Gold Series (series)	0	0	0	0	0	0	0	0	0	2	0	2	3	2	0	5	2	2	0	0	0	0	0	0	0
Hidden Arsenal (series)	0	0	0	0	0	0	0	0	0	0	1	3	6	3	3	0	0	0	0	0	0	0	0	0	0
Jump Victory Carnival	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0
Legend Duelist (series)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	3	4	4	1	1	1	0
Legendary Collection (series)	0	0	0	0	0	0	0	0	0	0	0	2	2	0	0	0	0	0	0	0	0	0	0	0	0
Master Guide promotional cards (series)	0	0	0	0	0	1	0	0	0	1	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0
Mattel Action Figure promotional cards	0	0	0	0	0	0	0	3	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
McDonald's Promotional Cards	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
Monster Figure Collection promotional cards	0	0	0	0	0	0	0	0	0	0	0	3	0	0	0	0	0	0	0	0	0	0	0	0	0
OTS Tournament Pack	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	3	0	0	0	0	0	0	0
Perfect Rulebook promotional cards	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	0	0	0	0	0	0	0
Pharaoh Tour promotional cards	0	0	0	0	0	0	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
Premium Pack	0	3	1	0	0	3	1	1	1	2	2	2	1	2	2	2	2	0	0	0	0	0	0	0	0
Shonen Jump promotional cards	0	0	0	0	0	0	2	3	4	3	2	7	2	4	4	6	4	6	1	0	0	0	0	0	0
Sneak Peek Participation Cards	0	0	0	0	0	0	4	4	9	8	3	4	4	5	4	4	4	5	5	3	2	1	0	0	0
Star Pack	0	0	0	0	0	0	0	0	0	0	0	0	0	0	3	1	2	0	0	0	0	0	0	0	0
Structure Deck R	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	4	1	0	0	0	0	0	0
The Valuable Book promotional cards	1	1	0	2	1	1	1	1	1	1	1	1	1	1	2	1	1	0	1	0	0	0	0	0	0
V Jump August 1999 Special Present	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
V Jump Edition (series)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	1	1	0	0	0	0
V Jump promotional cards	0	0	0	0	0	0	0	0	0	5	7	7	7	8	10	8	11	13	2	0	0	0	0	0	0
Value Box	0	0	0	0	0	0	0	0	0	0	0	0	1	2	4	1	1	0	0	0	0	0	0	0	0
Yu-Gi-Oh! 5D's manga promotional cards	0	0	0	0	0	0	0	0	0	0	0	2	2	3	4	3	3	1	0	0	0	0	0	0	0
Yu-Gi-Oh! Day promotional cards	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	2	2	1	0	0	0	0	0	0
Yu-Gi-Oh! GX manga promotional cards	0	0	0	0	0	0	0	1	2	3	3	4	3	2	0	0	0	0	0	0	0	0	0	0	0
Yu-Gi-Oh! R promotional cards	0	0	0	0	0	0	1	1	1	1	1	3	0	0	0	0	0	0	0	0	0	0	0	0	0
Yu-Gi-Oh! World Championship prize cards	0	0	0	0	0	1	1	1	1	1	1	1	1	1	1	1	1	1	0	0	0	0	0	0	0
Yu-Gi-Oh! ZEXAL manga promotional cards	0	0	0	0	0	0	0	0	0	0	0	0	0	4	6	6	7	2	0	0	0	0	0	0	0

By set type

		Set	Card number	Name	Rarity	Print	Quantity	Region	Series	Cover card	Page URL	Modification date	_merge
Set type	Release
Beta set	2017-10-04	1	535	106	1	0	2	5	0	0	1	1	1
Binder	2012-09-21	1	3	3	1	2	0	1	0	0	1	1	1
	2015-04-29	1	3	3	1	0	0	1	0	0	1	1	1
Book promotional card	2004-12-18	1	2	2	1	0	0	1	0	0	1	1	1
	2014-04-04	1	1	1	1	0	0	1	1	0	1	1	1
...	...	...	...	...	...	...	...	...	...	...	...	...	...
Video games promotional card	2011-04-28	1	7	7	1	0	0	1	0	0	1	1	1
	2011-05-10	1	3	3	1	0	0	1	0	0	1	1	1
	2013-12-05	1	3	3	1	0	0	1	0	0	1	1	1
	2014-06-26	1	15	3	2	0	0	5	0	0	1	1	1
	2016-07-16	1	1	1	1	0	0	1	0	0	1	1	1

1870 rows × 12 columns

Release	1999	2000	2001	2002	2003	2004	2005	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023
Set type
Beta set	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0
Binder	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0
Book promotional card	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	1	1	0	0	0	0	0	0	0
Book promotional cards	1	2	0	2	1	2	1	1	1	2	1	1	2	1	3	2	2	1	1	0	0	0	0	0	0
Booster pack	6	7	4	10	15	40	34	36	44	43	35	48	55	54	59	65	56	52	38	28	31	31	52	53	10
Boss Duel Deck	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0
Bundle	0	0	0	0	0	0	0	0	0	0	0	0	1	2	4	1	1	0	0	0	0	0	0	0	0
Collectible tin	0	0	0	1	2	2	2	3	3	7	10	6	5	4	7	2	2	2	2	1	2	1	1	1	0
Collector's Set	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	2	0	0	3	2	1	4	0
Core Booster	0	0	0	0	0	0	0	0	0	0	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0
Deluxe Edition	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	6	0	0	0	0	0	0	0	0	0
Demo Deck	0	0	0	0	0	0	0	0	0	0	0	0	2	0	0	0	2	2	0	3	0	0	0	0	0
Duel Disk	0	0	0	0	0	0	0	1	1	0	0	2	0	0	0	0	0	0	0	0	0	0	0	0	0
Duel Disk promotional cards	0	0	0	0	0	0	0	1	1	0	4	0	0	0	0	0	0	0	0	0	0	0	0	0	0
Duel Terminal	0	0	0	0	0	0	0	0	0	6	4	7	6	9	2	0	0	0	0	0	0	0	0	0	0
Duelist League participation cards	0	0	0	0	4	4	2	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
Duelist Set	0	0	0	0	0	0	0	0	0	0	0	0	0	3	5	1	0	0	0	0	0	0	0	0	0
Enhancement Pack	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	0	0	0	0	0	0	0	0	0	0
Hobby League participation cards	0	0	0	0	0	2	1	13	12	12	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
Magazine promotional card	1	0	0	0	0	0	3	3	4	10	10	17	10	13	14	14	15	20	3	0	0	0	0	0	0
Magazine promotional cards	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
Main Deck	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0
Manga promotional card	0	0	0	1	0	0	1	4	3	4	4	9	5	9	10	9	10	3	0	0	0	0	0	0	0
Participation card	1	0	0	0	0	0	4	4	9	8	4	5	4	5	4	4	4	5	5	3	2	1	0	0	0
Preconstructed Deck	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1	1	0	0	4	0
Prize card	0	0	2	0	0	1	1	1	1	1	1	1	2	1	1	1	1	1	0	0	0	0	0	0	0
Prize cards	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0
Promotional card	2	0	2	1	0	0	1	8	8	5	7	14	19	8	5	5	7	17	5	4	7	2	9	11	7
Promotional cards	2	0	1	1	5	7	2	1	0	0	1	4	3	1	3	2	1	0	0	0	1	0	0	0	0
Special Edition	0	0	0	0	2	3	3	7	12	11	13	8	8	12	2	3	7	8	7	4	2	1	0	0	0
Starter Deck	1	1	0	4	13	18	2	0	3	2	5	4	3	4	8	5	7	4	0	0	0	0	2	0	0
Structure Deck	0	0	2	1	3	0	8	10	8	6	7	6	9	9	8	11	13	17	4	0	0	0	0	0	0
Tournament prize card	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
Tournament promotional card	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
Vendor Edition	0	0	0	0	0	1	2	2	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
Video game promotional card	1	2	0	0	0	0	0	0	5	0	3	4	2	0	0	0	0	0	0	0	0	0	0	0	0
Video games promotional card	0	0	0	1	3	8	7	4	8	4	3	0	4	0	1	1	0	1	0	0	0	0	0	0	0

Debug

This section is used for debugging the extraction of data from MediaWiki query responses

Has nan name/number

	Set	Card number	Name	Rarity	Print	Quantity	Region	Release	Series	Set type	Cover card	Page URL	Modification date	_merge
1915	Booster 7	<NA>	Mushroom Man	(Common,)	New	<NA>	JP	2000-03-01	Booster (series)	Booster pack	NaN	https://yugipedia.com/wiki/Booster_7	2022-07-23 09:59:39	both
1916	Booster 7	<NA>	Koumori Dragon	(Common,)	Reprint	<NA>	JP	2000-03-01	Booster (series)	Booster pack	NaN	https://yugipedia.com/wiki/Booster_7	2022-07-23 09:59:39	both
1917	Booster 7	<NA>	Jellyfish	(Common,)	New	<NA>	JP	2000-03-01	Booster (series)	Booster pack	NaN	https://yugipedia.com/wiki/Booster_7	2022-07-23 09:59:39	both
1918	Booster 7	<NA>	Grappler	(Common,)	New	<NA>	JP	2000-03-01	Booster (series)	Booster pack	NaN	https://yugipedia.com/wiki/Booster_7	2022-07-23 09:59:39	both
1919	Booster 7	<NA>	Megazowler	(Common,)	New	<NA>	JP	2000-03-01	Booster (series)	Booster pack	NaN	https://yugipedia.com/wiki/Booster_7	2022-07-23 09:59:39	both
...	...	...	...	...	...	...	...	...	...	...	...	...	...	...
145233	EX Starter Box	<NA>	De-Spell	(Common,)	Reprint	2	JP	1999-12-16	<NA>	Starter Deck	(Blue-Eyes White Dragon,)	https://yugipedia.com/wiki/EX_Starter_Box	2022-05-01 06:51:59	both
145234	EX Starter Box	<NA>	Castle Walls	(Common,)	Reprint	1	JP	1999-12-16	<NA>	Starter Deck	(Blue-Eyes White Dragon,)	https://yugipedia.com/wiki/EX_Starter_Box	2022-05-01 06:51:59	both
145235	EX Starter Box	<NA>	Ultimate Offering	(Common,)	Reprint	1	JP	1999-12-16	<NA>	Starter Deck	(Blue-Eyes White Dragon,)	https://yugipedia.com/wiki/EX_Starter_Box	2022-05-01 06:51:59	both
156212	Academia Disk	<NA>	<NA>	NaN	<NA>	<NA>	<NA>	NaT	<NA>	<NA>	NaN	https://yugipedia.com/wiki/Academia_Disk	2022-12-28 20:46:20	right_only
156213	Structure Deck: Marik (disambiguation)	<NA>	<NA>	NaN	<NA>	<NA>	<NA>	NaT	<NA>	<NA>	NaN	https://yugipedia.com/wiki/Structure_Deck:_Mar...	2014-07-03 18:52:14	right_only

716 rows × 14 columns

Has nan rarity

array(['Dark Beginning 1', 'Dark Revelation Volume 1',
       'Dark Revelation Volume 2', 'Dark Beginning 2',
       'Advanced Tournament Pack 2016 Vol.1',
       'Advanced Tournament Pack 2013 Vol.4',
       'The Valuable Book character cards',
       'Advanced Event Pack 2013 Vol.2', 'V Jump April 2013 Tokens',
       'Advanced Tournament Pack 2013 Vol.3',
       'Advanced Event Pack 2014 Vol.1', 'Classic Pack 03',
       'Deck Build Pack: Wild Survivors', 'Duelist Nexus',
       'Academia Disk', 'Structure Deck: Marik (disambiguation)'],
      dtype=object)

Has nan release

array(['Astral Pack One', 'Shadow Specters Sneak Peek Participation Card',
       'Sneak Peek Participation Cards',
       'The Lost Millennium: Special Edition', 'Ultimate Edition',
       "Yu-Gi-Oh! 5D's Volume 1 promotional card",
       "Yu-Gi-Oh! 5D's World Championship 2011: Over the Nexus promotional cards",
       'Invasion: Vengeance Sneak Peek Participation Card',
       'Shonen Jump Vol. 7, Issue 11 promotional card', 'Spell Ruler',
       'Yu-Gi-Oh! Power of Chaos: Kaiba the Revenge promotional cards',
       'Hobby League 7 participation card C',
       'Shonen Jump Vol. 9, Issue 10 promotional card',
       'The Sanctuary in the Sky', 'Structure Deck: Marik',
       'Duelist League Demo 2010', 'Hobby League 6 participation card D',
       'Secrets of Eternity Sneak Peek Participation Card',
       'Shonen Jump Championship Series Prize Cards',
       'Shonen Jump Vol. 9, Issue 1 promotional card', 'Astral Pack Two',
       'The New Challengers Sneak Peek Participation Card',
       'National Championship 2012', 'Tournament Pack 2009 Vol.4',
       "Yu-Gi-Oh! 5D's Wheelie Breakers promotional cards",
       'Yu-Gi-Oh! GX manga promotional cards',
       'Yu-Gi-Oh! The Official Magazine promotional cards',
       'Structure Deck: Machine Re-Volt Special Edition',
       'Premium Pack 2', 'Raging Battle Sneak Peek Participation Card',
       'Dimension of Chaos Sneak Peek Participation Card',
       'Millennium Pack', 'Shonen Jump Vol. 10, Issue 1 promotional card',
       'Hobby League 7 participation card D',
       'The Valuable Book promotional cards', 'Invader of Darkness',
       'Legacy of the Valiant Sneak Peek Participation Card',
       'Shonen Jump Vol. 7, Issue 6 promotional card',
       'Hobby League 6 participation card E',
       'Shonen Jump Vol. 4, Issue 11 promotional card',
       'Tournament Pack 2009 Vol.3', 'National Championship 2013',
       'Yu-Gi-Oh! R promotional cards',
       'Yu-Gi-Oh! Worldwide Edition: Stairway to the Destined Duel promotional cards',
       "Structure Deck: Dinosaur's Rage Special Edition",
       'Ancient Prophecy Sneak Peek Participation Card', 'Duel Disk',
       'Shonen Jump Vol. 10, Issue 3 promotional card',
       'Yu-Gi-Oh! GX Volume 4 promotional card', 'Premium Pack',
       'Shonen Jump Vol. 3, Issue 6 promotional card',
       'Shonen Jump Vol. 4, Issue 12 promotional card',
       'The Valuable Book character cards', 'Tournament Pack 2008 Vol.1',
       'Crossed Souls Sneak Peek Participation Card',
       'Shonen Jump Vol. 9, Issue 4 promotional card', 'Gold Series',
       'Hobby League 6 participation card F',
       'Shonen Jump Vol. 6, Issue 5 promotional card',
       'Yu-Gi-Oh! Championship Series Prize Cards',
       'Shonen Jump December 2010 subscription bonus',
       'Hobby League 6 participation card A',
       "Yu-Gi-Oh! 5D's manga promotional cards", 'Curse of Anubis',
       'Shonen Jump Scholastic Edition Vol. 9, Issue 1 promotional card',
       'Academy Duel Disk', 'Hobby League participation cards',
       'Shadow of Infinity: Special Edition',
       'Shonen Jump Vol. 10, Issue 4 promotional card',
       'Tournament Pack 2008 Vol.2',
       'Shonen Jump Vol. 3, Issue 9 promotional card',
       'Shonen Jump Vol. 5, Issue 1 promotional card',
       'Shonen Jump Vol. 7, Issue 9 promotional card',
       'Hobby League 7 participation card A',
       'Shonen Jump Vol. 9, Issue 6 promotional card',
       'Shonen Jump May 2008 subscription bonus',
       'Hobby League 6 participation card B',
       'Shonen Jump June/July 2011 subscription bonus',
       'Shonen Jump Vol. 7, Issue 3 promotional card',
       'Banzai! promotional cards',
       'Shonen Jump August 2008 subscription bonus',
       "Structure Deck: Dinosaur's Rage Special Set",
       'Shonen Jump Vol. 3, Issue 11 promotional card',
       'Shonen Jump Vol. 5, Issue 6 promotional card',
       'Hobby League 7 participation card B',
       'Shonen Jump Vol. 9, Issue 8 promotional card', 'Magic Ruler',
       'Shonen Jump Vol. 6, Issue 9 promotional card',
       'Hobby League 6 participation card C',
       'Shonen Jump May 2006 subscription bonus',
       'Shonen Jump Vol. 6, Issue 1 promotional card',
       'Ancient Sanctuary', 'National Championship 2011',
       'Shonen Jump May 2010 subscription bonus', '2013 Collectible Tins',
       'Shonen Jump Vol. 4, Issue 2 promotional card',
       'Booster Pack Tin Series Promos',
       'Chinese Weekly Shōnen Jump lottery prize cards',
       'Collectible Tins 2005', 'Collectible Tins 2006',
       'Collectible Tins 2007', 'Collectible Tins 2008',
       'Collectible Tins 2008 Wave 2', 'Collectible Tins 2009',
       'Collectible Tins 2010', 'Collectible Tins 2011',
       'Collectible Tins 2012',
       'Continuous Token Gifts Promotional Cards', 'Demo Pack',
       'Duelist League 18 participation cards',
       'Duelist League Series 1 participation cards',
       'Duelist League Series 2 participation cards',
       'Duelist Pack: Yugi', 'Exclusive Pack', 'Ghosts From the Past',
       'Judge promotional cards', 'Academia Disk',
       'Structure Deck: Marik (disambiguation)'], dtype=object)

Merge failed

	Set	Card number	Name	Rarity	Print	Quantity	Region	Release	Series	Set type	Cover card	Page URL	Modification date	_merge
156212	Academia Disk	<NA>	<NA>	NaN	<NA>	<NA>	<NA>	NaT	<NA>	<NA>	NaN	https://yugipedia.com/wiki/Academia_Disk	2022-12-28 20:46:20	right_only
156213	Structure Deck: Marik (disambiguation)	<NA>	<NA>	NaN	<NA>	<NA>	<NA>	NaT	<NA>	<NA>	NaN	https://yugipedia.com/wiki/Structure_Deck:_Mar...	2014-07-03 18:52:14	right_only

8

array(['Absolute Powerforce',
       'Academy Duel Disk Osiris Red promotional cards',
       'Astral Pack One', ..., 'Jump Festa 2004 promotional cards',
       'Academia Disk', 'Structure Deck: Marik (disambiguation)'],
      dtype=object)

	Set	Card number	Name	Rarity	Print	Quantity	Region	Release	Series	Set type	Cover card	Page URL	Modification date	_merge

	Set	Card number	Name	Rarity	Print	Quantity	Region	Release	Series	Set type	Cover card	Page URL	Modification date	_merge

Epilogue

Execution completed 11/02/2023 20:24 UTC

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